A modern build-backend for CPython C/C++/Fortran/Cython extensions

An Integrated Toolkit for Collaborative Machine Learning Model Development

An Introduction to Impact Charts

anywidget: custom Jupyter Widgets made easy

AstroPhot: Fitting Everything Everywhere all at Once in Astronomical Images

Atomistic uncertainty driven data generation in ANI neural network potentials

Bridging the gap between Earth Engine and the Scientific Python Ecosystem

Building Daft: Python + Rust = a better distributed query engine

Coming Online: Enabling Real-Time and AI-Ready Scientific Discovery

Dask in Production

Delivering state of the art imaging data science to aid research and development

Echostack: A scalable open-source software suite for echosounder data processing

Effective Mentoring Strategies for an Inclusive Community

Expanding the OME ecosystem for imaging data management

Explainable AI for Climate Science: Opening the black box to reveal earth

Free, public, standardized Zarr stores of geospatial data in the cloud for all!

From no CPython C API experience to shipping a new DType in NumPy 2.0

From Spyder to DataLab: 15 years of scientific software crafting in Python

geosnap: The Geospatial Neighborhood Analysis Package

Great Tables for Everyone

How the Scientific Python ecosystem helps answering fundamental questions of the Universe

How to bootstrap a Data Warehouse with DuckDB

How to foster an open source culture within your data science team

HyperSpy - Your Multidimensional Data Analysis Toolbox

Ibis: because SQL is everywhere and so is Python

Ibis + DuckDB geospatial: a match made on Earth

Injecting Python Functions into a Template-Driven CUDA C++ Framework

Introducing nanoarrow: the world's tiniest Arrow Implementation

Introduction to Causal Inference with Machine Learning

ITK-Wasm: Universal spatial analysis and visualization

Keynote: Particles, People, and Pull Requests

LlamaBot: a Pythonic interface to Large Language Models

Lonboard: Fast, interactive geospatial vector data visualization in Jupyter

LPython: Novel, Fast, Retargetable Python Compiler

Making Research Data Flow with Python

mrfmsim: a modular simulation platform for magnetic resonance force microscopy experiments

New Developments in Open Source Computational Economics

No-Code-Change GPU Acceleration for Your Pandas and NetworkX Workflows

Orchestrating Bioinformatics Workflows Across a Heterogeneous Toolset with Flyte

Pandas + Dask DataFrame 2.0 - Comparison to Spark, DuckDB and Polars

Performant and Portable High-Performance Computing at Scale via Python and Numba

PIXIE: Blending Just-in-time and Ahead-of-time compilation

Pooch: a friend to fetch your data files

Python for early-stage design of sustainable aviation fuels

Safe, fast, and easy time series preprocessing with Temporian

Scaling your data science workflows with Modin

SciPy 2024 Tools Plenary, Day 1

SciPy Tools Plenary, Day 2

Simplifying analysis of hierarchical HDF5 and NetCDF4 files with xarray-datatree

Sparse arrays in scipy.sparse

Starsim: A flexible framework for agent-based modeling of health and disease

STUMPY: Modern Time Series Analysis with Matrix Profiles

Supporting Greater Interactivity in the IPython Visualization Ecosystem

The power of community in solving scientific Python’s most challenging problems

The Right Tool for the Job

Towards MDAnalysis 3.0

ultrack: large-scale versatile cell tracking in Python

Using Satellite Imagery to Identify Harmful Algal Blooms and Protect Public Health

Vector space embeddings and data maps for cyber defense

Warp: Advancing Simulation AI with Differentiable GPU Computing in Python

When is a compiled language like Rust beneficial for Data Scientists?

xCDAT (Xarray Climate Data Analysis Tools)